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Volumn , Issue , 2011, Pages 2273-2276

More influence means less work: Fast latent Dirichlet allocation by influence scheduling

Author keywords

latent dirichlet allocation; stochastic gradient

Indexed keywords

DOCUMENT COLLECTION; FAST INFERENCE; LATENT DIRICHLET ALLOCATION; LATENT DIRICHLET ALLOCATIONS; REAL-WORLD DATASETS; STOCHASTIC GRADIENT; STOCHASTIC OPTIMIZATIONS; TOPIC MODEL; WIKIPEDIA;

EID: 83055186736     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2063576.2063944     Document Type: Conference Paper
Times cited : (4)

References (8)
  • 1
    • 0141607824 scopus 로고    scopus 로고
    • Latent dirichlet allocation
    • D.M. Blei, A. Ng, and M. Jordan. Latent dirichlet allocation. JMLR, 3:993-1022, 2003.
    • (2003) JMLR , vol.3 , pp. 993-1022
    • Blei, D.M.1    Ng, A.2    Jordan, M.3
  • 2
    • 33750290224 scopus 로고    scopus 로고
    • NMF and PLSI: Equivalence and a Hybrid Algorithm
    • C. Ding, T. Li, and W. Peng. NMF and PLSI: Equivalence and a Hybrid Algorithm. In Proc. SIGIR, 2006.
    • Proc. SIGIR, 2006
    • Ding, C.1    Li, T.2    Peng, W.3
  • 3
    • 20444476106 scopus 로고    scopus 로고
    • Fast Monte-Carlo algorithms for finding low-rank approximations
    • DOI 10.1145/1039488.1039494
    • A. Frieze, R. Kannan, and S. Vempala. Fast monte-carlo algorithms for finding low-rank approximations. Journal of the ACM, 51(6):1025-1041, 2004. (Pubitemid 40818314)
    • (2004) Journal of the ACM , vol.51 , Issue.6 , pp. 1025-1041
    • Frieze, A.1    Kannan, R.2    Vempala, S.3
  • 8
    • 84867114528 scopus 로고    scopus 로고
    • Larger residuals, less work: Active document scheduling for latent dirichlet allocation
    • M. Wahabzada and K. Kersting. Larger residuals, less work: Active document scheduling for latent dirichlet allocation. In Proceedings of ECML PKDD, 2011.
    • Proceedings of ECML PKDD, 2011
    • Wahabzada, M.1    Kersting, K.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.